Overview
Brought to you by YData
Dataset statistics
| Number of variables | 38 |
|---|---|
| Number of observations | 32428 |
| Missing cells | 56941 |
| Missing cells (%) | 4.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.4 MiB |
| Average record size in memory | 304.0 B |
Variable types
| Numeric | 18 |
|---|---|
| DateTime | 2 |
| Categorical | 15 |
| Unsupported | 1 |
| Text | 2 |
points has constant value "0" | Constant |
advertisingdatacode is highly overall correlated with entry and 2 other fields | High correlation |
case is highly overall correlated with voucher | High correlation |
deliverytype is highly overall correlated with paymenttype | High correlation |
entry is highly overall correlated with advertisingdatacode and 1 other fields | High correlation |
model is highly overall correlated with advertisingdatacode and 1 other fields | High correlation |
numberitems is highly overall correlated with weight | High correlation |
paymenttype is highly overall correlated with deliverytype | High correlation |
voucher is highly overall correlated with advertisingdatacode and 1 other fields | High correlation |
w5 is highly overall correlated with weight | High correlation |
weight is highly overall correlated with numberitems and 1 other fields | High correlation |
title is highly imbalanced (94.0%) | Imbalance |
gift is highly imbalanced (95.8%) | Imbalance |
w8 is highly imbalanced (99.7%) | Imbalance |
delivpostcode has 31036 (95.7%) missing values | Missing |
advertisingdatacode has 25905 (79.9%) missing values | Missing |
w2 is highly skewed (γ1 = 21.10853315) | Skewed |
w3 is highly skewed (γ1 = 29.67460213) | Skewed |
w4 is highly skewed (γ1 = 39.12907294) | Skewed |
w6 is highly skewed (γ1 = 36.88827595) | Skewed |
w7 is highly skewed (γ1 = 89.95575121) | Skewed |
w10 is highly skewed (γ1 = 32.99162389) | Skewed |
customernumber has unique values | Unique |
delivpostcode is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
domain has 1173 (3.6%) zeros | Zeros |
weight has 5126 (15.8%) zeros | Zeros |
remi has 31143 (96.0%) zeros | Zeros |
cancel has 30721 (94.7%) zeros | Zeros |
used has 31124 (96.0%) zeros | Zeros |
w0 has 15657 (48.3%) zeros | Zeros |
w1 has 26096 (80.5%) zeros | Zeros |
w2 has 28797 (88.8%) zeros | Zeros |
w3 has 32054 (98.8%) zeros | Zeros |
w4 has 31459 (97.0%) zeros | Zeros |
w5 has 28035 (86.5%) zeros | Zeros |
w6 has 31815 (98.1%) zeros | Zeros |
w7 has 31981 (98.6%) zeros | Zeros |
w9 has 29411 (90.7%) zeros | Zeros |
w10 has 30489 (94.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-01 21:40:40.925114 |
|---|---|
| Analysis finished | 2024-12-01 21:41:08.198893 |
| Duration | 27.27 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
customernumber
Real number (ℝ)
Unique
| Distinct | 32428 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33389.299 |
| Minimum | 1 |
|---|---|
| Maximum | 66251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3423.35 |
| Q1 | 16802.75 |
| median | 33552.5 |
| Q3 | 50034.25 |
| 95-th percentile | 62969.3 |
| Maximum | 66251 |
| Range | 66250 |
| Interquartile range (IQR) | 33231.5 |
Descriptive statistics
| Standard deviation | 19148.09 |
|---|---|
| Coefficient of variation (CV) | 0.57347987 |
| Kurtosis | -1.2055073 |
| Mean | 33389.299 |
| Median Absolute Deviation (MAD) | 16616 |
| Skewness | -0.017980104 |
| Sum | 1.0827482 × 109 |
| Variance | 3.6664937 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 58849 | 1 | < 0.1% |
| 41191 | 1 | < 0.1% |
| 38860 | 1 | < 0.1% |
| 61917 | 1 | < 0.1% |
| 40647 | 1 | < 0.1% |
| 1347 | 1 | < 0.1% |
| 4686 | 1 | < 0.1% |
| 28710 | 1 | < 0.1% |
| 910 | 1 | < 0.1% |
| 50115 | 1 | < 0.1% |
| Other values (32418) | 32418 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 14 | 1 | |
| 19 | 1 |
| Value | Count | Frequency (%) |
| 66251 | 1 | |
| 66250 | 1 | |
| 66249 | 1 | |
| 66247 | 1 | |
| 66246 | 1 | |
| 66245 | 1 | |
| 66244 | 1 | |
| 66241 | 1 | |
| 66240 | 1 | |
| 66234 | 1 |
date
Date
| Distinct | 351 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| Minimum | 2008-04-01 00:00:00 |
|---|---|
| Maximum | 2009-03-31 00:00:00 |
Histogram with fixed size bins (bins=50)
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 17840 | |
| 1 | 11614 | |
| 2 | 2974 | 9.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 17840 | |
| 1 | 11614 | |
| 2 | 2974 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17840 | |
| 1 | 11614 | |
| 2 | 2974 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 17840 | |
| 1 | 11614 | |
| 2 | 2974 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 17840 | |
| 1 | 11614 | |
| 2 | 2974 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 17840 | |
| 1 | 11614 | |
| 2 | 2974 | 9.2% |
title
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 0 | |
|---|---|
| 1 | 226 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32202 | |
| 1 | 226 | 0.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32202 | |
| 1 | 226 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32202 | |
| 1 | 226 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32202 | |
| 1 | 226 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32202 | |
| 1 | 226 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32202 | |
| 1 | 226 | 0.7% |
domain
Real number (ℝ)
Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5171148 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 1173 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 9 |
| Q3 | 11 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.6839453 |
|---|---|
| Coefficient of variation (CV) | 0.49007437 |
| Kurtosis | -1.0730758 |
| Mean | 7.5171148 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.35693435 |
| Sum | 243765 |
| Variance | 13.571453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 12 | 7734 | |
| 9 | 6953 | |
| 4 | 6627 | |
| 8 | 3694 | |
| 11 | 1422 | 4.4% |
| 5 | 1311 | 4.0% |
| 2 | 1196 | 3.7% |
| 0 | 1173 | 3.6% |
| 1 | 1139 | 3.5% |
| 6 | 548 | 1.7% |
| Other values (3) | 631 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 1173 | 3.6% |
| 1 | 1139 | 3.5% |
| 2 | 1196 | 3.7% |
| 3 | 381 | 1.2% |
| 4 | 6627 | |
| 5 | 1311 | 4.0% |
| 6 | 548 | 1.7% |
| 7 | 113 | 0.3% |
| 8 | 3694 | |
| 9 | 6953 |
| Value | Count | Frequency (%) |
| 12 | 7734 | |
| 11 | 1422 | 4.4% |
| 10 | 137 | 0.4% |
| 9 | 6953 | |
| 8 | 3694 | |
| 7 | 113 | 0.3% |
| 6 | 548 | 1.7% |
| 5 | 1311 | 4.0% |
| 4 | 6627 | |
| 3 | 381 | 1.2% |
datecreated
Date
| Distinct | 275 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| Minimum | 2008-04-01 00:00:00 |
|---|---|
| Maximum | 2008-12-31 00:00:00 |
Histogram with fixed size bins (bins=50)
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 26932 | |
| 1 | 5496 | 16.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 26932 | |
| 1 | 5496 | 16.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 26932 | |
| 1 | 5496 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 26932 | |
| 1 | 5496 | 16.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 26932 | |
| 1 | 5496 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 26932 | |
| 1 | 5496 | 16.9% |
model
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 18808 | |
| 3 | 7358 | 22.7% |
| 2 | 6262 | 19.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 18808 | |
| 3 | 7358 | 22.7% |
| 2 | 6262 | 19.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 18808 | |
| 3 | 7358 | 22.7% |
| 2 | 6262 | 19.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 18808 | |
| 3 | 7358 | 22.7% |
| 2 | 6262 | 19.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 18808 | |
| 3 | 7358 | 22.7% |
| 2 | 6262 | 19.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 18808 | |
| 3 | 7358 | 22.7% |
| 2 | 6262 | 19.3% |
paymenttype
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 15063 | |
| 1 | 6549 | |
| 2 | 6537 | |
| 3 | 4279 | 13.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 15063 | |
| 1 | 6549 | |
| 2 | 6537 | |
| 3 | 4279 | 13.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15063 | |
| 1 | 6549 | |
| 2 | 6537 | |
| 3 | 4279 | 13.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15063 | |
| 1 | 6549 | |
| 2 | 6537 | |
| 3 | 4279 | 13.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15063 | |
| 1 | 6549 | |
| 2 | 6537 | |
| 3 | 4279 | 13.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 15063 | |
| 1 | 6549 | |
| 2 | 6537 | |
| 3 | 4279 | 13.2% |
deliverytype
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 25879 | |
| 1 | 6549 | 20.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 25879 | |
| 1 | 6549 | 20.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 25879 | |
| 1 | 6549 | 20.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 25879 | |
| 1 | 6549 | 20.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 25879 | |
| 1 | 6549 | 20.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 25879 | |
| 1 | 6549 | 20.2% |
invoicepostcode
Real number (ℝ)
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.752282 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 30 |
| median | 47 |
| Q3 | 66 |
| 95-th percentile | 91 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 24.361425 |
|---|---|
| Coefficient of variation (CV) | 0.49969816 |
| Kurtosis | -0.75613171 |
| Mean | 48.752282 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.15775046 |
| Sum | 1580939 |
| Variance | 593.47905 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 44 | 1244 | 3.8% |
| 50 | 1045 | 3.2% |
| 45 | 1035 | 3.2% |
| 52 | 917 | 2.8% |
| 41 | 815 | 2.5% |
| 22 | 811 | 2.5% |
| 47 | 769 | 2.4% |
| 30 | 722 | 2.2% |
| 24 | 641 | 2.0% |
| 40 | 605 | 1.9% |
| Other values (87) | 23824 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 289 | |
| 2 | 56 | 0.2% |
| 3 | 116 | 0.4% |
| 4 | 259 | |
| 6 | 252 | |
| 7 | 104 | 0.3% |
| 8 | 108 | 0.3% |
| 9 | 125 | 0.4% |
| 10 | 550 |
| Value | Count | Frequency (%) |
| 99 | 349 | |
| 98 | 45 | 0.1% |
| 97 | 291 | |
| 96 | 236 | |
| 95 | 149 | |
| 94 | 124 | 0.4% |
| 93 | 151 | |
| 92 | 118 | 0.4% |
| 91 | 302 | |
| 90 | 315 |
delivpostcode
Unsupported
Missing Rejected Unsupported
| Missing | 31036 |
|---|---|
| Missing (%) | 95.7% |
| Memory size | 253.5 KiB |
voucher
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 27174 | |
| 1 | 5254 | 16.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 27174 | |
| 1 | 5254 | 16.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 27174 | |
| 1 | 5254 | 16.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27174 | |
| 1 | 5254 | 16.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27174 | |
| 1 | 5254 | 16.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27174 | |
| 1 | 5254 | 16.2% |
advertisingdatacode
Categorical
High correlation Missing
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 25905 |
| Missing (%) | 79.9% |
| Memory size | 253.5 KiB |
| BQ | |
|---|---|
| AB | |
| CA | |
| BD | |
| AR | |
| Other values (39) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | BR |
|---|---|
| 2nd row | BQ |
| 3rd row | BQ |
| 4th row | BQ |
| 5th row | AP |
Common Values
| Value | Count | Frequency (%) |
| BQ | 2631 | 8.1% |
| AB | 758 | 2.3% |
| CA | 552 | 1.7% |
| BD | 478 | 1.5% |
| AR | 448 | 1.4% |
| AX | 423 | 1.3% |
| AQ | 195 | 0.6% |
| BR | 178 | 0.5% |
| AP | 149 | 0.5% |
| BL | 106 | 0.3% |
| Other values (34) | 605 | 1.9% |
| (Missing) | 25905 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| bq | 2631 | |
| ab | 758 | 11.6% |
| ca | 552 | 8.5% |
| bd | 478 | 7.3% |
| ar | 448 | 6.9% |
| ax | 423 | 6.5% |
| aq | 195 | 3.0% |
| br | 178 | 2.7% |
| ap | 149 | 2.3% |
| bl | 106 | 1.6% |
| Other values (34) | 605 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 4508 | |
| Q | 2826 | |
| A | 2783 | |
| R | 626 | 4.8% |
| C | 583 | 4.5% |
| D | 479 | 3.7% |
| X | 427 | 3.3% |
| P | 149 | 1.1% |
| L | 108 | 0.8% |
| O | 106 | 0.8% |
| Other values (14) | 451 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13046 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 4508 | |
| Q | 2826 | |
| A | 2783 | |
| R | 626 | 4.8% |
| C | 583 | 4.5% |
| D | 479 | 3.7% |
| X | 427 | 3.3% |
| P | 149 | 1.1% |
| L | 108 | 0.8% |
| O | 106 | 0.8% |
| Other values (14) | 451 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13046 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 4508 | |
| Q | 2826 | |
| A | 2783 | |
| R | 626 | 4.8% |
| C | 583 | 4.5% |
| D | 479 | 3.7% |
| X | 427 | 3.3% |
| P | 149 | 1.1% |
| L | 108 | 0.8% |
| O | 106 | 0.8% |
| Other values (14) | 451 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13046 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 4508 | |
| Q | 2826 | |
| A | 2783 | |
| R | 626 | 4.8% |
| C | 583 | 4.5% |
| D | 479 | 3.7% |
| X | 427 | 3.3% |
| P | 149 | 1.1% |
| L | 108 | 0.8% |
| O | 106 | 0.8% |
| Other values (14) | 451 | 3.5% |
case
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 4 | |
|---|---|
| 3 | |
| 1 | |
| 2 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 8648 | |
| 3 | 7125 | |
| 1 | 6349 | |
| 2 | 6230 | |
| 5 | 4076 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 8648 | |
| 3 | 7125 | |
| 1 | 6349 | |
| 2 | 6230 | |
| 5 | 4076 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 8648 | |
| 3 | 7125 | |
| 1 | 6349 | |
| 2 | 6230 | |
| 5 | 4076 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 8648 | |
| 3 | 7125 | |
| 1 | 6349 | |
| 2 | 6230 | |
| 5 | 4076 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 8648 | |
| 3 | 7125 | |
| 1 | 6349 | |
| 2 | 6230 | |
| 5 | 4076 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 8648 | |
| 3 | 7125 | |
| 1 | 6349 | |
| 2 | 6230 | |
| 5 | 4076 |
numberitems
Real number (ℝ)
High correlation
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.019551 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.7260456 |
|---|---|
| Coefficient of variation (CV) | 0.854668 |
| Kurtosis | 43.613822 |
| Mean | 2.019551 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.2415636 |
| Sum | 65490 |
| Variance | 2.9792335 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 1 | 17575 | |
| 2 | 6843 | 21.1% |
| 3 | 3847 | 11.9% |
| 4 | 1948 | 6.0% |
| 5 | 930 | 2.9% |
| 6 | 509 | 1.6% |
| 7 | 284 | 0.9% |
| 8 | 164 | 0.5% |
| 9 | 106 | 0.3% |
| 10 | 64 | 0.2% |
| Other values (17) | 158 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 17575 | |
| 2 | 6843 | 21.1% |
| 3 | 3847 | 11.9% |
| 4 | 1948 | 6.0% |
| 5 | 930 | 2.9% |
| 6 | 509 | 1.6% |
| 7 | 284 | 0.9% |
| 8 | 164 | 0.5% |
| 9 | 106 | 0.3% |
| 10 | 64 | 0.2% |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 4 | |
| 23 | 3 | |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 5 | |
| 19 | 4 | |
| 18 | 7 |
gift
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 0 | |
|---|---|
| 1 | 148 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32280 | |
| 1 | 148 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32280 | |
| 1 | 148 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32280 | |
| 1 | 148 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32280 | |
| 1 | 148 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32280 | |
| 1 | 148 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32280 | |
| 1 | 148 | 0.5% |
entry
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18982 | |
| 1 | 13446 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 18982 | |
| 1 | 13446 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18982 | |
| 1 | 13446 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 18982 | |
| 1 | 13446 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 18982 | |
| 1 | 13446 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 18982 | |
| 1 | 13446 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32428 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32428 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32428 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32428 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32428 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32428 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 27544 | |
| 1 | 4884 | 15.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 27544 | |
| 1 | 4884 | 15.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 27544 | |
| 1 | 4884 | 15.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27544 | |
| 1 | 4884 | 15.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27544 | |
| 1 | 4884 | 15.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27544 | |
| 1 | 4884 | 15.1% |
| Distinct | 471 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 2008-12-03 |
|---|---|
| 2nd row | 2008-12-30 |
| 3rd row | 2008-09-02 |
| 4th row | 2008-06-17 |
| 5th row | 2008-08-11 |
| Value | Count | Frequency (%) |
| 2008-12-23 | 554 | 1.7% |
| 2008-12-16 | 501 | 1.5% |
| 2008-12-09 | 433 | 1.3% |
| 2008-12-30 | 410 | 1.3% |
| 2008-07-01 | 364 | 1.1% |
| 2008-12-02 | 361 | 1.1% |
| 2008-08-12 | 344 | 1.1% |
| 2008-09-23 | 340 | 1.0% |
| 2008-11-25 | 336 | 1.0% |
| 2008-10-21 | 330 | 1.0% |
| Other values (461) | 28455 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 100969 | |
| - | 64856 | |
| 2 | 51944 | |
| 8 | 36943 | 11.4% |
| 1 | 31011 | 9.6% |
| 9 | 9687 | 3.0% |
| 7 | 6237 | 1.9% |
| 4 | 6005 | 1.9% |
| 5 | 5981 | 1.8% |
| 6 | 5885 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 324280 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 100969 | |
| - | 64856 | |
| 2 | 51944 | |
| 8 | 36943 | 11.4% |
| 1 | 31011 | 9.6% |
| 9 | 9687 | 3.0% |
| 7 | 6237 | 1.9% |
| 4 | 6005 | 1.9% |
| 5 | 5981 | 1.8% |
| 6 | 5885 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 324280 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 100969 | |
| - | 64856 | |
| 2 | 51944 | |
| 8 | 36943 | 11.4% |
| 1 | 31011 | 9.6% |
| 9 | 9687 | 3.0% |
| 7 | 6237 | 1.9% |
| 4 | 6005 | 1.9% |
| 5 | 5981 | 1.8% |
| 6 | 5885 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 324280 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 100969 | |
| - | 64856 | |
| 2 | 51944 | |
| 8 | 36943 | 11.4% |
| 1 | 31011 | 9.6% |
| 9 | 9687 | 3.0% |
| 7 | 6237 | 1.9% |
| 4 | 6005 | 1.9% |
| 5 | 5981 | 1.8% |
| 6 | 5885 | 1.8% |
deliverydatereal
Text
| Distinct | 412 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.5 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 68 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 2008-12-02 |
|---|---|
| 2nd row | 2009-02-03 |
| 3rd row | 2008-08-28 |
| 4th row | 0000-00-00 |
| 5th row | 2008-08-08 |
| Value | Count | Frequency (%) |
| 0000-00-00 | 5472 | 16.9% |
| 2008-12-16 | 351 | 1.1% |
| 2008-12-17 | 252 | 0.8% |
| 2008-12-18 | 246 | 0.8% |
| 2008-12-19 | 227 | 0.7% |
| 2008-12-09 | 222 | 0.7% |
| 2008-12-29 | 220 | 0.7% |
| 2008-12-22 | 219 | 0.7% |
| 2008-11-24 | 214 | 0.7% |
| 2008-12-12 | 214 | 0.7% |
| Other values (402) | 24791 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 127681 | |
| - | 64856 | |
| 2 | 42713 | 13.2% |
| 8 | 31513 | 9.7% |
| 1 | 26371 | 8.1% |
| 9 | 6766 | 2.1% |
| 7 | 5308 | 1.6% |
| 6 | 5180 | 1.6% |
| 4 | 5125 | 1.6% |
| 5 | 4762 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 324280 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 127681 | |
| - | 64856 | |
| 2 | 42713 | 13.2% |
| 8 | 31513 | 9.7% |
| 1 | 26371 | 8.1% |
| 9 | 6766 | 2.1% |
| 7 | 5308 | 1.6% |
| 6 | 5180 | 1.6% |
| 4 | 5125 | 1.6% |
| 5 | 4762 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 324280 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 127681 | |
| - | 64856 | |
| 2 | 42713 | 13.2% |
| 8 | 31513 | 9.7% |
| 1 | 26371 | 8.1% |
| 9 | 6766 | 2.1% |
| 7 | 5308 | 1.6% |
| 6 | 5180 | 1.6% |
| 4 | 5125 | 1.6% |
| 5 | 4762 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 324280 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 127681 | |
| - | 64856 | |
| 2 | 42713 | 13.2% |
| 8 | 31513 | 9.7% |
| 1 | 26371 | 8.1% |
| 9 | 6766 | 2.1% |
| 7 | 5308 | 1.6% |
| 6 | 5180 | 1.6% |
| 4 | 5125 | 1.6% |
| 5 | 4762 | 1.5% |
weight
Real number (ℝ)
High correlation Zeros
| Distinct | 2903 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 637.92081 |
| Minimum | 0 |
|---|---|
| Maximum | 20076 |
| Zeros | 5126 |
| Zeros (%) | 15.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 494 |
| Q3 | 920 |
| 95-th percentile | 1909 |
| Maximum | 20076 |
| Range | 20076 |
| Interquartile range (IQR) | 917 |
Descriptive statistics
| Standard deviation | 724.35813 |
|---|---|
| Coefficient of variation (CV) | 1.1354985 |
| Kurtosis | 30.957719 |
| Mean | 637.92081 |
| Median Absolute Deviation (MAD) | 443 |
| Skewness | 3.1918519 |
| Sum | 20686496 |
| Variance | 524694.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5126 | 15.8% |
| 1 | 1664 | 5.1% |
| 2 | 1091 | 3.4% |
| 3 | 284 | 0.9% |
| 4 | 100 | 0.3% |
| 960 | 48 | 0.1% |
| 273 | 48 | 0.1% |
| 369 | 48 | 0.1% |
| 5 | 48 | 0.1% |
| 205 | 47 | 0.1% |
| Other values (2893) | 23924 |
| Value | Count | Frequency (%) |
| 0 | 5126 | |
| 1 | 1664 | 5.1% |
| 2 | 1091 | 3.4% |
| 3 | 284 | 0.9% |
| 4 | 100 | 0.3% |
| 5 | 48 | 0.1% |
| 6 | 25 | 0.1% |
| 7 | 14 | < 0.1% |
| 8 | 7 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 20076 | 1 | |
| 10690 | 1 | |
| 10234 | 1 | |
| 9942 | 1 | |
| 9633 | 1 | |
| 9451 | 1 | |
| 9171 | 1 | |
| 9049 | 1 | |
| 8863 | 1 | |
| 8823 | 1 |
remi
Real number (ℝ)
Zeros
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05997903 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 31143 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38874047 |
|---|---|
| Coefficient of variation (CV) | 6.481273 |
| Kurtosis | 367.64134 |
| Mean | 0.05997903 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.092629 |
| Sum | 1945 |
| Variance | 0.15111915 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 31143 | |
| 1 | 949 | 2.9% |
| 2 | 194 | 0.6% |
| 3 | 71 | 0.2% |
| 4 | 30 | 0.1% |
| 5 | 20 | 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 6 | < 0.1% |
| 8 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 31143 | |
| 1 | 949 | 2.9% |
| 2 | 194 | 0.6% |
| 3 | 71 | 0.2% |
| 4 | 30 | 0.1% |
| 5 | 20 | 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 20 | |
| 4 | 30 |
cancel
Real number (ℝ)
Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061613421 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 30721 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.30683341 |
|---|---|
| Coefficient of variation (CV) | 4.9799769 |
| Kurtosis | 363.30343 |
| Mean | 0.061613421 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.637059 |
| Sum | 1998 |
| Variance | 0.094146741 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 30721 | |
| 1 | 1530 | 4.7% |
| 2 | 121 | 0.4% |
| 3 | 33 | 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 7 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 30721 | |
| 1 | 1530 | 4.7% |
| 2 | 121 | 0.4% |
| 3 | 33 | 0.1% |
| 4 | 9 | < 0.1% |
| 5 | 7 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 7 | < 0.1% |
| 4 | 9 | < 0.1% |
| 3 | 33 | 0.1% |
| 2 | 121 | 0.4% |
| 1 | 1530 | 4.7% |
| 0 | 30721 |
used
Real number (ℝ)
Zeros
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.068860244 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 31124 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.47444436 |
|---|---|
| Coefficient of variation (CV) | 6.8899605 |
| Kurtosis | 340.82573 |
| Mean | 0.068860244 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.578823 |
| Sum | 2233 |
| Variance | 0.22509745 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 31124 | |
| 1 | 921 | 2.8% |
| 2 | 181 | 0.6% |
| 3 | 81 | 0.2% |
| 4 | 51 | 0.2% |
| 5 | 26 | 0.1% |
| 6 | 15 | < 0.1% |
| 8 | 10 | < 0.1% |
| 7 | 6 | < 0.1% |
| 10 | 4 | < 0.1% |
| Other values (7) | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 31124 | |
| 1 | 921 | 2.8% |
| 2 | 181 | 0.6% |
| 3 | 81 | 0.2% |
| 4 | 51 | 0.2% |
| 5 | 26 | 0.1% |
| 6 | 15 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 10 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 10 | |
| 7 | 6 |
w0
Real number (ℝ)
Zeros
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.90212162 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 15657 |
| Zeros (%) | 48.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6547668 |
|---|---|
| Coefficient of variation (CV) | 1.8343056 |
| Kurtosis | 507.79518 |
| Mean | 0.90212162 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 13.718087 |
| Sum | 29254 |
| Variance | 2.7382531 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 0 | 15657 | |
| 1 | 10536 | |
| 2 | 3719 | 11.5% |
| 3 | 1306 | 4.0% |
| 4 | 574 | 1.8% |
| 5 | 275 | 0.8% |
| 6 | 126 | 0.4% |
| 7 | 60 | 0.2% |
| 8 | 38 | 0.1% |
| 9 | 32 | 0.1% |
| Other values (26) | 105 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 15657 | |
| 1 | 10536 | |
| 2 | 3719 | 11.5% |
| 3 | 1306 | 4.0% |
| 4 | 574 | 1.8% |
| 5 | 275 | 0.8% |
| 6 | 126 | 0.4% |
| 7 | 60 | 0.2% |
| 8 | 38 | 0.1% |
| 9 | 32 | 0.1% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 30 | 3 |
w1
Real number (ℝ)
Zeros
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40434193 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 26096 |
| Zeros (%) | 80.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4103953 |
|---|---|
| Coefficient of variation (CV) | 3.4881252 |
| Kurtosis | 675.40801 |
| Mean | 0.40434193 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.292594 |
| Sum | 13112 |
| Variance | 1.9892148 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 26096 | |
| 1 | 3430 | 10.6% |
| 2 | 1397 | 4.3% |
| 3 | 801 | 2.5% |
| 4 | 348 | 1.1% |
| 5 | 141 | 0.4% |
| 6 | 73 | 0.2% |
| 7 | 40 | 0.1% |
| 8 | 18 | 0.1% |
| 10 | 11 | < 0.1% |
| Other values (24) | 73 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 26096 | |
| 1 | 3430 | 10.6% |
| 2 | 1397 | 4.3% |
| 3 | 801 | 2.5% |
| 4 | 348 | 1.1% |
| 5 | 141 | 0.4% |
| 6 | 73 | 0.2% |
| 7 | 40 | 0.1% |
| 8 | 18 | 0.1% |
| 9 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 84 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 30 | 2 | |
| 29 | 3 | |
| 28 | 2 | |
| 27 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 2 | |
| 24 | 2 |
w2
Real number (ℝ)
Skewed Zeros
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.27664364 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 28797 |
| Zeros (%) | 88.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3539805 |
|---|---|
| Coefficient of variation (CV) | 4.8943129 |
| Kurtosis | 917.74988 |
| Mean | 0.27664364 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.108533 |
| Sum | 8971 |
| Variance | 1.8332633 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 28797 | |
| 1 | 1755 | 5.4% |
| 2 | 811 | 2.5% |
| 3 | 379 | 1.2% |
| 4 | 261 | 0.8% |
| 5 | 146 | 0.5% |
| 6 | 101 | 0.3% |
| 7 | 59 | 0.2% |
| 8 | 43 | 0.1% |
| 9 | 18 | 0.1% |
| Other values (24) | 58 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 28797 | |
| 1 | 1755 | 5.4% |
| 2 | 811 | 2.5% |
| 3 | 379 | 1.2% |
| 4 | 261 | 0.8% |
| 5 | 146 | 0.5% |
| 6 | 101 | 0.3% |
| 7 | 59 | 0.2% |
| 8 | 43 | 0.1% |
| 9 | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 56 | 1 | |
| 52 | 1 | |
| 51 | 1 | |
| 40 | 1 | |
| 36 | 1 | |
| 30 | 1 | |
| 29 | 1 | |
| 28 | 1 | |
| 27 | 2 |
w3
Real number (ℝ)
Skewed Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.018903417 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 32054 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2535961 |
|---|---|
| Coefficient of variation (CV) | 13.415358 |
| Kurtosis | 1293.4263 |
| Mean | 0.018903417 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.674602 |
| Sum | 613 |
| Variance | 0.064310982 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 32054 | |
| 1 | 279 | 0.9% |
| 2 | 45 | 0.1% |
| 3 | 23 | 0.1% |
| 4 | 11 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 14 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 32054 | |
| 1 | 279 | 0.9% |
| 2 | 45 | 0.1% |
| 3 | 23 | 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 11 | |
| 3 | 23 |
w4
Real number (ℝ)
Skewed Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04702726 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 31459 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.43426508 |
|---|---|
| Coefficient of variation (CV) | 9.2343266 |
| Kurtosis | 2609.4227 |
| Mean | 0.04702726 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.129073 |
| Sum | 1525 |
| Variance | 0.18858616 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 31459 | |
| 1 | 711 | 2.2% |
| 2 | 154 | 0.5% |
| 3 | 53 | 0.2% |
| 4 | 23 | 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 12 | 1 | < 0.1% |
| Other values (5) | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 31459 | |
| 1 | 711 | 2.2% |
| 2 | 154 | 0.5% |
| 3 | 53 | 0.2% |
| 4 | 23 | 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 5 | |
| 5 | 10 |
w5
Real number (ℝ)
High correlation Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18098557 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 28035 |
| Zeros (%) | 86.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.56175089 |
|---|---|
| Coefficient of variation (CV) | 3.1038435 |
| Kurtosis | 48.985732 |
| Mean | 0.18098557 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4052163 |
| Sum | 5869 |
| Variance | 0.31556406 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 3556 | 11.0% |
| 2 | 499 | 1.5% |
| 3 | 187 | 0.6% |
| 4 | 78 | 0.2% |
| 6 | 28 | 0.1% |
| 5 | 28 | 0.1% |
| 7 | 10 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 28035 | |
| 1 | 3556 | 11.0% |
| 2 | 499 | 1.5% |
| 3 | 187 | 0.6% |
| 4 | 78 | 0.2% |
| 5 | 28 | 0.1% |
| 6 | 28 | 0.1% |
| 7 | 10 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 10 | < 0.1% |
| 6 | 28 | 0.1% |
| 5 | 28 | 0.1% |
| 4 | 78 | 0.2% |
| 3 | 187 | 0.6% |
| 2 | 499 | 1.5% |
| 1 | 3556 |
w6
Real number (ℝ)
Skewed Zeros
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.027907981 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 31815 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.29986188 |
|---|---|
| Coefficient of variation (CV) | 10.744664 |
| Kurtosis | 2490.5532 |
| Mean | 0.027907981 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 36.888276 |
| Sum | 905 |
| Variance | 0.089917146 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 31815 | |
| 1 | 472 | 1.5% |
| 2 | 93 | 0.3% |
| 3 | 23 | 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 31815 | |
| 1 | 472 | 1.5% |
| 2 | 93 | 0.3% |
| 3 | 23 | 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 5 | |
| 5 | 5 | |
| 4 | 8 |
w7
Real number (ℝ)
Skewed Zeros
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.023128161 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 31981 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.40178211 |
|---|---|
| Coefficient of variation (CV) | 17.371987 |
| Kurtosis | 11341.795 |
| Mean | 0.023128161 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 89.955751 |
| Sum | 750 |
| Variance | 0.16142887 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 31981 | |
| 1 | 317 | 1.0% |
| 2 | 78 | 0.2% |
| 3 | 31 | 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 31981 | |
| 1 | 317 | 1.0% |
| 2 | 78 | 0.2% |
| 3 | 31 | 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 11 | < 0.1% |
| 3 | 31 | 0.1% |
| 2 | 78 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32422 | |
| 1 | 6 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32422 | |
| 1 | 6 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32422 | |
| 1 | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32422 | |
| 1 | 6 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32422 | |
| 1 | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32422 | |
| 1 | 6 | < 0.1% |
w9
Real number (ℝ)
Zeros
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16498088 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 29411 |
| Zeros (%) | 90.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.83670522 |
|---|---|
| Coefficient of variation (CV) | 5.0715284 |
| Kurtosis | 606.58 |
| Mean | 0.16498088 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.897094 |
| Sum | 5350 |
| Variance | 0.70007562 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 29411 | |
| 1 | 1999 | 6.2% |
| 2 | 583 | 1.8% |
| 3 | 213 | 0.7% |
| 4 | 95 | 0.3% |
| 5 | 39 | 0.1% |
| 7 | 18 | 0.1% |
| 6 | 18 | 0.1% |
| 8 | 9 | < 0.1% |
| 11 | 7 | < 0.1% |
| Other values (14) | 36 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 29411 | |
| 1 | 1999 | 6.2% |
| 2 | 583 | 1.8% |
| 3 | 213 | 0.7% |
| 4 | 95 | 0.3% |
| 5 | 39 | 0.1% |
| 6 | 18 | 0.1% |
| 7 | 18 | 0.1% |
| 8 | 9 | < 0.1% |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 48 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 20 | 3 | |
| 19 | 3 | |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 5 |
w10
Real number (ℝ)
Skewed Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.092882694 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 30489 |
| Zeros (%) | 94.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.61050914 |
|---|---|
| Coefficient of variation (CV) | 6.5729052 |
| Kurtosis | 2062.3783 |
| Mean | 0.092882694 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.991624 |
| Sum | 3012 |
| Variance | 0.37272142 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 30489 | |
| 1 | 1451 | 4.5% |
| 2 | 288 | 0.9% |
| 3 | 102 | 0.3% |
| 4 | 38 | 0.1% |
| 5 | 20 | 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 10 | < 0.1% |
| 10 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
| Other values (9) | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 30489 | |
| 1 | 1451 | 4.5% |
| 2 | 288 | 0.9% |
| 3 | 102 | 0.3% |
| 4 | 38 | 0.1% |
| 5 | 20 | 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 10 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 15 | 2 | |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 10 | 3 | |
| 9 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 26377 | |
| 1 | 6051 | 18.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 26377 | |
| 1 | 6051 | 18.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 26377 | |
| 1 | 6051 | 18.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 26377 | |
| 1 | 6051 | 18.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 26377 | |
| 1 | 6051 | 18.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 26377 | |
| 1 | 6051 | 18.7% |
Interactions
Correlations
| advertisingdatacode | cancel | case | customernumber | deliverytype | domain | entry | gift | invoicepostcode | model | newsletter | numberitems | paymenttype | remi | salutation | shippingcosts | target90 | title | used | voucher | w0 | w1 | w10 | w2 | w3 | w4 | w5 | w6 | w7 | w8 | w9 | weight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| advertisingdatacode | 1.000 | 0.000 | 0.385 | 0.001 | 0.187 | 0.049 | 0.544 | 0.000 | 0.069 | 0.571 | 0.132 | 0.086 | 0.191 | 0.062 | 0.144 | 0.283 | 0.166 | 0.153 | 0.034 | 0.821 | 0.000 | 0.000 | 0.000 | 0.000 | 0.129 | 0.121 | 0.036 | 0.000 | 0.000 | 0.000 | 0.040 | 0.063 |
| cancel | 0.000 | 1.000 | 0.023 | -0.004 | 0.000 | 0.006 | 0.021 | 0.000 | 0.002 | 0.013 | 0.000 | 0.020 | 0.003 | -0.016 | 0.008 | 0.009 | 0.000 | 0.000 | 0.012 | 0.009 | -0.131 | -0.053 | -0.031 | -0.057 | -0.025 | -0.011 | -0.092 | -0.004 | -0.001 | 0.000 | 0.037 | 0.029 |
| case | 0.385 | 0.023 | 1.000 | 0.000 | 0.087 | 0.033 | 0.095 | 0.023 | 0.050 | 0.155 | 0.038 | 0.182 | 0.065 | 0.043 | 0.085 | 0.479 | 0.054 | 0.026 | 0.039 | 0.509 | 0.063 | 0.060 | 0.027 | 0.048 | 0.016 | 0.035 | 0.051 | 0.029 | 0.012 | 0.034 | 0.045 | 0.193 |
| customernumber | 0.001 | -0.004 | 0.000 | 1.000 | 0.000 | -0.003 | 0.000 | 0.009 | 0.007 | 0.000 | 0.000 | 0.002 | 0.000 | 0.004 | 0.000 | 0.011 | 0.000 | 0.000 | -0.001 | 0.000 | -0.013 | 0.004 | 0.005 | 0.004 | -0.005 | 0.007 | 0.001 | -0.005 | -0.004 | 0.000 | 0.007 | -0.000 |
| deliverytype | 0.187 | 0.000 | 0.087 | 0.000 | 1.000 | 0.033 | 0.318 | 0.033 | 0.095 | 0.360 | 0.020 | 0.000 | 1.000 | 0.007 | 0.053 | 0.212 | 0.061 | 0.004 | 0.053 | 0.221 | 0.015 | 0.007 | 0.009 | 0.013 | 0.022 | 0.013 | 0.081 | 0.012 | 0.014 | 0.000 | 0.008 | 0.005 |
| domain | 0.049 | 0.006 | 0.033 | -0.003 | 0.033 | 1.000 | 0.047 | 0.012 | -0.008 | 0.038 | 0.031 | -0.023 | 0.050 | 0.003 | 0.132 | 0.015 | 0.012 | 0.026 | -0.019 | 0.051 | -0.001 | -0.014 | 0.013 | -0.021 | 0.014 | 0.011 | -0.009 | -0.002 | -0.002 | 0.013 | 0.002 | -0.013 |
| entry | 0.544 | 0.021 | 0.095 | 0.000 | 0.318 | 0.047 | 1.000 | 0.000 | 0.323 | 0.986 | 0.062 | 0.006 | 0.321 | 0.000 | 0.098 | 0.116 | 0.041 | 0.011 | 0.091 | 0.089 | 0.007 | 0.005 | 0.010 | 0.000 | 0.035 | 0.000 | 0.098 | 0.000 | 0.005 | 0.000 | 0.000 | 0.032 |
| gift | 0.000 | 0.000 | 0.023 | 0.009 | 0.033 | 0.012 | 0.000 | 1.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| invoicepostcode | 0.069 | 0.002 | 0.050 | 0.007 | 0.095 | -0.008 | 0.323 | 0.024 | 1.000 | 0.429 | 0.043 | -0.001 | 0.067 | 0.004 | 0.028 | 0.034 | 0.019 | 0.014 | -0.000 | 0.176 | 0.007 | 0.008 | 0.010 | -0.053 | 0.008 | 0.001 | 0.017 | -0.009 | -0.009 | 0.000 | 0.016 | -0.006 |
| model | 0.571 | 0.013 | 0.155 | 0.000 | 0.360 | 0.038 | 0.986 | 0.000 | 0.429 | 1.000 | 0.067 | 0.021 | 0.255 | 0.000 | 0.068 | 0.122 | 0.050 | 0.008 | 0.064 | 0.320 | 0.004 | 0.004 | 0.005 | 0.004 | 0.026 | 0.000 | 0.069 | 0.000 | 0.002 | 0.001 | 0.000 | 0.027 |
| newsletter | 0.132 | 0.000 | 0.038 | 0.000 | 0.020 | 0.031 | 0.062 | 0.000 | 0.043 | 0.067 | 1.000 | 0.031 | 0.021 | 0.000 | 0.060 | 0.042 | 0.083 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.010 | 0.025 | 0.000 | 0.000 | 0.020 | 0.027 | 0.032 |
| numberitems | 0.086 | 0.020 | 0.182 | 0.002 | 0.000 | -0.023 | 0.006 | 0.000 | -0.001 | 0.021 | 0.031 | 1.000 | 0.019 | 0.044 | 0.033 | 0.076 | 0.027 | 0.000 | 0.034 | 0.042 | 0.337 | 0.395 | 0.026 | 0.216 | -0.046 | 0.077 | -0.214 | 0.048 | 0.059 | 0.000 | 0.087 | 0.664 |
| paymenttype | 0.191 | 0.003 | 0.065 | 0.000 | 1.000 | 0.050 | 0.321 | 0.037 | 0.067 | 0.255 | 0.021 | 0.019 | 1.000 | 0.012 | 0.122 | 0.216 | 0.061 | 0.034 | 0.036 | 0.231 | 0.016 | 0.008 | 0.005 | 0.017 | 0.030 | 0.033 | 0.083 | 0.029 | 0.008 | 0.027 | 0.014 | 0.024 |
| remi | 0.062 | -0.016 | 0.043 | 0.004 | 0.007 | 0.003 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.044 | 0.012 | 1.000 | 0.000 | 0.021 | 0.047 | 0.065 | -0.010 | 0.014 | 0.027 | 0.004 | 0.024 | 0.020 | 0.012 | 0.011 | -0.047 | 0.016 | -0.004 | 0.000 | 0.032 | 0.039 |
| salutation | 0.144 | 0.008 | 0.085 | 0.000 | 0.053 | 0.132 | 0.098 | 0.000 | 0.028 | 0.068 | 0.060 | 0.033 | 0.122 | 0.000 | 1.000 | 0.000 | 0.031 | 0.063 | 0.018 | 0.062 | 0.033 | 0.022 | 0.010 | 0.011 | 0.018 | 0.014 | 0.026 | 0.014 | 0.009 | 0.000 | 0.009 | 0.029 |
| shippingcosts | 0.283 | 0.009 | 0.479 | 0.011 | 0.212 | 0.015 | 0.116 | 0.024 | 0.034 | 0.122 | 0.042 | 0.076 | 0.216 | 0.021 | 0.000 | 1.000 | 0.071 | 0.001 | 0.045 | 0.093 | 0.020 | 0.017 | 0.000 | 0.010 | 0.017 | 0.010 | 0.067 | 0.040 | 0.009 | 0.000 | 0.019 | 0.085 |
| target90 | 0.166 | 0.000 | 0.054 | 0.000 | 0.061 | 0.012 | 0.041 | 0.000 | 0.019 | 0.050 | 0.083 | 0.027 | 0.061 | 0.047 | 0.031 | 0.071 | 1.000 | 0.000 | 0.039 | 0.029 | 0.000 | 0.007 | 0.005 | 0.000 | 0.022 | 0.000 | 0.024 | 0.010 | 0.000 | 0.000 | 0.020 | 0.026 |
| title | 0.153 | 0.000 | 0.026 | 0.000 | 0.004 | 0.026 | 0.011 | 0.000 | 0.014 | 0.008 | 0.000 | 0.000 | 0.034 | 0.065 | 0.063 | 0.001 | 0.000 | 1.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| used | 0.034 | 0.012 | 0.039 | -0.001 | 0.053 | -0.019 | 0.091 | 0.000 | -0.000 | 0.064 | 0.000 | 0.034 | 0.036 | -0.010 | 0.018 | 0.045 | 0.039 | 0.000 | 1.000 | 0.029 | 0.031 | 0.031 | -0.031 | 0.090 | -0.022 | -0.020 | -0.081 | -0.018 | -0.020 | 0.000 | -0.015 | 0.081 |
| voucher | 0.821 | 0.009 | 0.509 | 0.000 | 0.221 | 0.051 | 0.089 | 0.006 | 0.176 | 0.320 | 0.000 | 0.042 | 0.231 | 0.014 | 0.062 | 0.093 | 0.029 | 0.004 | 0.029 | 1.000 | 0.014 | 0.014 | 0.007 | 0.011 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 |
| w0 | 0.000 | -0.131 | 0.063 | -0.013 | 0.015 | -0.001 | 0.007 | 0.000 | 0.007 | 0.004 | 0.000 | 0.337 | 0.016 | 0.027 | 0.033 | 0.020 | 0.000 | 0.000 | 0.031 | 0.014 | 1.000 | -0.030 | -0.117 | -0.123 | -0.105 | -0.058 | -0.383 | -0.056 | -0.052 | 0.000 | -0.181 | 0.439 |
| w1 | 0.000 | -0.053 | 0.060 | 0.004 | 0.007 | -0.014 | 0.005 | 0.000 | 0.008 | 0.004 | 0.000 | 0.395 | 0.008 | 0.004 | 0.022 | 0.017 | 0.007 | 0.000 | 0.031 | 0.014 | -0.030 | 1.000 | -0.040 | -0.100 | -0.053 | -0.019 | -0.193 | -0.012 | -0.013 | 0.000 | -0.056 | 0.359 |
| w10 | 0.000 | -0.031 | 0.027 | 0.005 | 0.009 | 0.013 | 0.010 | 0.000 | 0.010 | 0.005 | 0.000 | 0.026 | 0.005 | 0.024 | 0.010 | 0.000 | 0.005 | 0.000 | -0.031 | 0.007 | -0.117 | -0.040 | 1.000 | -0.067 | -0.027 | -0.009 | -0.100 | -0.002 | -0.004 | 0.000 | -0.057 | -0.002 |
| w2 | 0.000 | -0.057 | 0.048 | 0.004 | 0.013 | -0.021 | 0.000 | 0.000 | -0.053 | 0.004 | 0.000 | 0.216 | 0.017 | 0.020 | 0.011 | 0.010 | 0.000 | 0.000 | 0.090 | 0.011 | -0.123 | -0.100 | -0.067 | 1.000 | -0.038 | -0.044 | -0.140 | -0.044 | -0.032 | 0.000 | -0.091 | 0.218 |
| w3 | 0.129 | -0.025 | 0.016 | -0.005 | 0.022 | 0.014 | 0.035 | 0.000 | 0.008 | 0.026 | 0.014 | -0.046 | 0.030 | 0.012 | 0.018 | 0.017 | 0.022 | 0.000 | -0.022 | 0.013 | -0.105 | -0.053 | -0.027 | -0.038 | 1.000 | -0.019 | -0.041 | -0.015 | -0.013 | 0.000 | -0.035 | -0.158 |
| w4 | 0.121 | -0.011 | 0.035 | 0.007 | 0.013 | 0.011 | 0.000 | 0.000 | 0.001 | 0.000 | 0.010 | 0.077 | 0.033 | 0.011 | 0.014 | 0.010 | 0.000 | 0.011 | -0.020 | 0.000 | -0.058 | -0.019 | -0.009 | -0.044 | -0.019 | 1.000 | -0.069 | 0.018 | 0.081 | 0.000 | -0.028 | 0.015 |
| w5 | 0.036 | -0.092 | 0.051 | 0.001 | 0.081 | -0.009 | 0.098 | 0.000 | 0.017 | 0.069 | 0.025 | -0.214 | 0.083 | -0.047 | 0.026 | 0.067 | 0.024 | 0.000 | -0.081 | 0.000 | -0.383 | -0.193 | -0.100 | -0.140 | -0.041 | -0.069 | 1.000 | -0.055 | -0.047 | 0.000 | -0.126 | -0.577 |
| w6 | 0.000 | -0.004 | 0.029 | -0.005 | 0.012 | -0.002 | 0.000 | 0.000 | -0.009 | 0.000 | 0.000 | 0.048 | 0.029 | 0.016 | 0.014 | 0.040 | 0.010 | 0.000 | -0.018 | 0.000 | -0.056 | -0.012 | -0.002 | -0.044 | -0.015 | 0.018 | -0.055 | 1.000 | 0.034 | 0.000 | -0.023 | 0.001 |
| w7 | 0.000 | -0.001 | 0.012 | -0.004 | 0.014 | -0.002 | 0.005 | 0.000 | -0.009 | 0.002 | 0.000 | 0.059 | 0.008 | -0.004 | 0.009 | 0.009 | 0.000 | 0.000 | -0.020 | 0.000 | -0.052 | -0.013 | -0.004 | -0.032 | -0.013 | 0.081 | -0.047 | 0.034 | 1.000 | 0.000 | -0.021 | -0.003 |
| w8 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.001 | 0.020 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| w9 | 0.040 | 0.037 | 0.045 | 0.007 | 0.008 | 0.002 | 0.000 | 0.000 | 0.016 | 0.000 | 0.027 | 0.087 | 0.014 | 0.032 | 0.009 | 0.019 | 0.020 | 0.000 | -0.015 | 0.000 | -0.181 | -0.056 | -0.057 | -0.091 | -0.035 | -0.028 | -0.126 | -0.023 | -0.021 | 0.000 | 1.000 | 0.116 |
| weight | 0.063 | 0.029 | 0.193 | -0.000 | 0.005 | -0.013 | 0.032 | 0.000 | -0.006 | 0.027 | 0.032 | 0.664 | 0.024 | 0.039 | 0.029 | 0.085 | 0.026 | 0.000 | 0.081 | 0.026 | 0.439 | 0.359 | -0.002 | 0.218 | -0.158 | 0.015 | -0.577 | 0.001 | -0.003 | 0.000 | 0.116 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| customernumber | date | salutation | title | domain | datecreated | newsletter | model | paymenttype | deliverytype | invoicepostcode | delivpostcode | voucher | advertisingdatacode | case | numberitems | gift | entry | points | shippingcosts | deliverydatepromised | deliverydatereal | weight | remi | cancel | used | w0 | w1 | w2 | w3 | w4 | w5 | w6 | w7 | w8 | w9 | w10 | target90 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 41191 | 2008-12-01 | 0 | 0 | 9 | 2008-12-01 | 0 | 2 | 2 | 0 | 58 | NaN | 1 | NaN | 2 | 2 | 0 | 1 | 0 | 0 | 2008-12-03 | 2008-12-02 | 737 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 38860 | 2008-12-16 | 1 | 0 | 4 | 2008-12-16 | 0 | 1 | 1 | 1 | 34 | NaN | 0 | NaN | 2 | 2 | 0 | 0 | 0 | 0 | 2008-12-30 | 2009-02-03 | 368 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 61917 | 2008-08-19 | 0 | 0 | 12 | 2008-08-19 | 0 | 1 | 0 | 0 | 51 | NaN | 0 | NaN | 1 | 1 | 0 | 0 | 0 | 1 | 2008-09-02 | 2008-08-28 | 47 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| 3 | 40647 | 2008-06-16 | 1 | 0 | 8 | 2008-06-16 | 0 | 1 | 0 | 0 | 25 | NaN | 0 | NaN | 3 | 2 | 0 | 0 | 0 | 0 | 2008-06-17 | 0000-00-00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 1347 | 2008-08-08 | 0 | 0 | 1 | 2008-08-08 | 0 | 1 | 1 | 1 | 41 | NaN | 0 | BR | 4 | 2 | 0 | 0 | 0 | 0 | 2008-08-11 | 2008-08-08 | 843 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 4686 | 2008-08-10 | 0 | 0 | 12 | 2008-08-10 | 0 | 1 | 0 | 0 | 95 | NaN | 0 | BQ | 3 | 3 | 0 | 0 | 0 | 1 | 2008-08-12 | 2008-08-11 | 1218 | 0 | 0 | 3 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 28710 | 2008-12-21 | 0 | 0 | 12 | 2008-12-21 | 0 | 3 | 1 | 1 | 78 | NaN | 0 | NaN | 4 | 1 | 0 | 1 | 0 | 0 | 2008-12-23 | 2008-12-22 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 910 | 2008-09-04 | 0 | 0 | 9 | 2008-09-04 | 0 | 3 | 1 | 1 | 77 | NaN | 0 | NaN | 4 | 2 | 0 | 1 | 0 | 0 | 2008-09-05 | 2008-09-04 | 238 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 50115 | 2008-06-25 | 0 | 0 | 12 | 2008-06-24 | 0 | 1 | 3 | 0 | 86 | NaN | 1 | NaN | 4 | 4 | 0 | 0 | 0 | 0 | 2008-06-26 | 2008-06-27 | 1577 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 52153 | 2008-08-02 | 0 | 0 | 12 | 2008-08-02 | 1 | 1 | 0 | 0 | 97 | NaN | 0 | NaN | 4 | 2 | 0 | 0 | 0 | 0 | 2008-08-05 | 2008-08-04 | 1237 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 |
| customernumber | date | salutation | title | domain | datecreated | newsletter | model | paymenttype | deliverytype | invoicepostcode | delivpostcode | voucher | advertisingdatacode | case | numberitems | gift | entry | points | shippingcosts | deliverydatepromised | deliverydatereal | weight | remi | cancel | used | w0 | w1 | w2 | w3 | w4 | w5 | w6 | w7 | w8 | w9 | w10 | target90 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32418 | 15674 | 2008-11-01 | 0 | 0 | 9 | 2008-11-01 | 0 | 3 | 0 | 0 | 73 | NaN | 0 | NaN | 4 | 2 | 0 | 1 | 0 | 0 | 2008-11-04 | 2008-11-03 | 5 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 32419 | 55518 | 2008-10-30 | 2 | 0 | 12 | 2008-10-30 | 0 | 3 | 0 | 0 | 19 | NaN | 0 | NaN | 5 | 1 | 0 | 1 | 0 | 0 | 2008-11-03 | 2008-10-31 | 1 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 32420 | 5686 | 2008-08-04 | 0 | 0 | 4 | 2008-08-04 | 0 | 3 | 1 | 1 | 24 | NaN | 0 | NaN | 3 | 1 | 0 | 1 | 0 | 0 | 2008-08-05 | 2008-08-04 | 279 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 32421 | 19297 | 2008-09-25 | 1 | 0 | 8 | 2008-09-25 | 0 | 1 | 0 | 0 | 59 | NaN | 0 | BY | 3 | 1 | 0 | 0 | 0 | 1 | 2008-09-29 | 2008-09-26 | 678 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 32422 | 38014 | 2008-07-10 | 0 | 0 | 12 | 2008-07-10 | 0 | 3 | 1 | 1 | 22 | NaN | 0 | NaN | 2 | 1 | 0 | 1 | 0 | 0 | 2008-07-11 | 2008-07-10 | 557 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 32423 | 7784 | 2008-10-21 | 1 | 0 | 8 | 2008-10-21 | 0 | 1 | 2 | 0 | 78 | NaN | 0 | NaN | 4 | 4 | 0 | 0 | 0 | 0 | 2008-10-22 | 2008-10-22 | 1343 | 0 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 32424 | 41695 | 2008-11-09 | 1 | 0 | 4 | 2008-11-09 | 0 | 1 | 3 | 0 | 10 | NaN | 0 | NaN | 2 | 1 | 0 | 0 | 0 | 0 | 2008-11-11 | 0000-00-00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
| 32425 | 7612 | 2008-04-12 | 2 | 0 | 9 | 2008-04-12 | 0 | 3 | 0 | 0 | 55 | NaN | 0 | NaN | 2 | 1 | 0 | 1 | 0 | 1 | 2008-04-15 | 2008-04-14 | 369 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 32426 | 31941 | 2008-11-15 | 0 | 0 | 12 | 2008-11-15 | 0 | 1 | 0 | 0 | 35 | NaN | 0 | NaN | 4 | 2 | 0 | 0 | 0 | 0 | 2008-11-18 | 2008-11-17 | 558 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 32427 | 58849 | 2008-07-28 | 1 | 0 | 5 | 2008-07-28 | 0 | 2 | 2 | 0 | 32 | NaN | 0 | NaN | 1 | 1 | 0 | 1 | 0 | 1 | 2008-08-12 | 2008-08-12 | 208 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |